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Unless money is extraordinarily tight I'd just take a cab, particularly as there are at least two of you (as per your use of "we") traveling. Cabs in Lisbon are inexpensive, and despite warnings that some cab drivers were dishonest, I had no problems whatsoever: all of them fair (using the meter, known as "taximetro") and polite.